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| ID | Описание | Дата |
|---|---|---|
| a3c342a3-2fbd-4f3f-9e7c-9a3a009db71b | deliver customized deliverables | 2006-12-15 |
| ae351e4e-8d98-4db7-88c2-a39da61a96f5 | aggregate ubiquitous e-commerce | 2005-09-07 |
| 45957bb3-6df1-47bd-9541-69c2988abde3 | engineer extensible technologies | 1993-05-04 |
| e4137d2d-edd2-4ab6-a268-d71631151e43 | engineer user-centric initiatives | 2000-11-07 |
| b1397ef3-1ad2-4681-aa47-dd41a0afa19e | unleash innovative vortals | 1988-08-22 |
| Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19 | Developer | 30743.600 | 5 | 4 | 5 | 1 | 23 | 16 | 14.76 | 5.0 | Standard | 401.53 | 26.222281 | Yes | 20.424942 | 53.688218 | High_spent_Large_value_payments | 421.683507 | Standard | 94 |
| 28 | Media_Manager | 50173.540 | 6 | 4 | 11 | 3 | 19 | 16 | 4.09 | 5.0 | Standard | 293.88 | 26.600004 | No | 105.305290 | 199.881727 | High_spent_Small_value_payments | 387.125817 | Poor | 308 |
| 41 | Journalist | 19620.300 | 3 | 5 | 14 | 3 | 19 | 10 | 10.45 | 4.0 | Standard | 168.00 | 26.785320 | Yes | 36.971279 | 67.393442 | Low_spent_Medium_value_payments | 362.237779 | Standard | 0 |
| 24 | Architect | 66681.800 | 2 | 1 | 11 | 0 | 4 | 10 | 3.55 | 2.0 | Good | 679.20 | 35.951045 | No | 0.000000 | 171.588969 | High_spent_Medium_value_payments | 606.292698 | Good | 306 |
| 42 | Manager | 18157.030 | 5 | 5 | 20 | 4 | 9 | 15 | 3.20 | 0.0 | Standard | 762.58 | 23.353973 | No | 33.430549 | 42.908128 | Low_spent_Large_value_payments | 374.969906 | Standard | 316 |
| 20 | Manager | 18314.570 | 6 | 7 | 18 | 2 | 18 | 9 | 16.57 | 11.0 | Standard | 1450.59 | 32.416255 | Yes | 19.612101 | 163.689158 | Low_spent_Small_value_payments | 248.820157 | Standard | 161 |
| 32 | Developer | 115123.160 | 0 | 5 | 9 | 2 | 1 | 1 | 2.14 | 3.0 | Good | 286.29 | 23.614817 | No | 166.991808 | 919.679581 | Low_spent_Medium_value_payments | 147.488277 | Good | 313 |
| 36 | Scientist | 31994.010 | 3 | 7 | 8 | 2 | 6 | 21 | 15.80 | 8.0 | Standard | 1197.22 | 22.646576 | Yes | 34.081517 | 219.172522 | Low_spent_Small_value_payments | 312.362711 | Standard | 200 |
| 24 | Developer | 19899.640 | 5 | 3 | 6 | 2 | 4 | 11 | 4.85 | 4.0 | Good | 714.58 | 22.730337 | No | 17.125812 | 28.711779 | High_spent_Medium_value_payments | 380.092743 | Poor | 335 |
| 20 | Engineer | 56039.700 | 2 | 5 | 9 | 4 | 11 | 10 | 7.64 | 4.0 | Good | 895.20 | 38.956754 | No | 128.640999 | 92.063195 | High_spent_Large_value_payments | 509.293306 | Standard | 218 |
| 52 | Manager | 77906.250 | 3 | 5 | 5 | 4 | 23 | 0 | 11.47 | 4.0 | Good | 583.40 | 29.582856 | No | 173.568558 | 212.246613 | Low_spent_Large_value_payments | 524.103580 | Standard | 224 |
| 38 | Entrepreneur | 35996.230 | 4 | 6 | 17 | 6 | 14 | 17 | 16.81 | 7.0 | Standard | 767.11 | 28.571946 | Yes | 143.526826 | 96.456388 | High_spent_Medium_value_payments | 290.085369 | Standard | 180 |
| 41 | Lawyer | 44678.570 | 3 | 6 | 9 | 1 | 7 | 10 | 10.41 | 2.0 | Good | 834.00 | 31.233075 | No | 25.157866 | 130.965546 | Low_spent_Large_value_payments | 464.098005 | Poor | 365 |
| 39 | Scientist | 73905.760 | 2 | 4 | 10 | 0 | 10 | 0 | 7.01 | 4.0 | Good | 1344.31 | 26.947462 | No | 0.000000 | 79.421291 | High_spent_Large_value_payments | 784.760043 | Good | 323 |
| 23 | Accountant | 16827.645 | 7 | 4 | 6 | 1 | 16 | 11 | 15.34 | 7.0 | Standard | 626.14 | 30.344837 | Yes | 7.288523 | 174.912315 | Low_spent_Small_value_payments | 256.429536 | Standard | 236 |
| 26 | Developer | 30815.440 | 5 | 5 | 9 | 3 | 28 | 8 | 14.14 | 4.0 | Standard | 1413.42 | 30.669975 | Yes | 56.177029 | 0.000000 | High_spent_Medium_value_payments | 413.781585 | Standard | 138 |
| 32 | Lawyer | 45917.000 | 4 | 7 | 7 | 1 | 13 | 9 | 11.01 | 4.0 | Standard | 170.33 | 29.268880 | Yes | 25.734791 | 64.234273 | High_spent_Large_value_payments | 521.472603 | Standard | 375 |
| 20 | Journalist | 21001.620 | 7 | 6 | 18 | 5 | 31 | 18 | 9.61 | 10.0 | Standard | 1371.56 | 36.254826 | Yes | 72.791111 | 84.465148 | Low_spent_Medium_value_payments | 267.957241 | Standard | 0 |
| 54 | Doctor | 71878.920 | 2 | 1 | 5 | 2 | 15 | 7 | 11.24 | 0.0 | Good | 664.92 | 37.547695 | No | 88.022293 | 445.893667 | Low_spent_Large_value_payments | 343.375040 | Good | 378 |
| 40 | Manager | 11688.930 | 6 | 7 | 19 | 4 | 25 | 10 | 5.30 | 7.0 | Standard | 1066.48 | 34.441590 | No | 31.782138 | 0.000000 | High_spent_Small_value_payments | 299.472410 | Standard | 349 |
| 46 | Accountant | 42735.930 | 7 | 7 | 21 | 5 | 7 | 17 | 14.06 | 5.0 | Standard | 1385.62 | 25.206750 | Yes | 152.496438 | 121.549706 | Low_spent_Large_value_payments | 359.186606 | Poor | 176 |
| 38 | Mechanic | 14884.290 | 9 | 9 | 19 | 4 | 42 | 0 | 3.49 | 10.0 | Bad | 1304.33 | 35.935937 | Yes | 77.063915 | 20.663406 | High_spent_Medium_value_payments | 304.117522 | Poor | 223 |
| 47 | Musician | 106770.210 | 5 | 5 | 10 | 1 | 19 | 1 | 1.28 | 1.0 | Good | 1286.15 | 31.363571 | NM | 56.013559 | 484.049753 | High_spent_Small_value_payments | 633.188438 | Standard | 0 |
| 28 | Musician | 38083.180 | 3 | 3 | 7 | 4 | 14 | 9 | 10.81 | 5.0 | Good | 728.23 | 32.445302 | No | 91.925669 | 210.241107 | Low_spent_Small_value_payments | 280.293057 | Good | 0 |
| 55 | Musician | 22209.000 | 4 | 5 | 18 | 4 | 22 | 0 | 15.25 | 4.0 | Standard | 281.35 | 30.272578 | Yes | 48.686047 | 70.500348 | Low_spent_Medium_value_payments | 372.588605 | Poor | 247 |
| 54 | Developer | 23455.120 | 8 | 7 | 18 | 2 | 8 | 18 | 9.96 | 2.0 | Standard | 317.45 | 29.466413 | Yes | 26.976406 | 187.728345 | Low_spent_Small_value_payments | 275.954582 | Standard | 291 |
| 41 | Doctor | 19188.055 | 5 | 4 | 2 | 3 | 4 | 9 | 8.50 | 2.0 | Good | 464.09 | 24.771415 | No | 44.602370 | 74.604095 | Low_spent_Medium_value_payments | 296.593994 | Good | 271 |
| 47 | Writer | 30403.950 | 8 | 7 | 16 | 0 | 14 | 15 | 9.02 | 3.0 | Standard | 1306.93 | 30.546240 | NM | 0.000000 | 170.636609 | Low_spent_Small_value_payments | 373.929641 | Standard | 0 |
| 31 | Teacher | 17680.690 | 6 | 6 | 9 | 4 | 9 | 12 | 11.50 | 12.0 | Standard | 887.98 | 37.686872 | Yes | 31.687340 | 93.621276 | Low_spent_Small_value_payments | 309.630467 | Poor | 314 |
| 39 | Architect | 11919.420 | 4 | 7 | 4 | 1 | 8 | 20 | 7.19 | 7.0 | Good | 1073.98 | 31.317217 | No | 9.882767 | 0.000000 | Low_spent_Small_value_payments | 269.552274 | Good | 210 |
| 23 | Media_Manager | 88827.660 | 3 | 1 | 4 | 0 | 2 | 8 | 11.16 | 0.0 | Good | 1061.08 | 36.987125 | No | 0.000000 | 258.420180 | High_spent_Medium_value_payments | 737.210320 | Standard | 185 |
| 49 | Writer | 37188.100 | 1 | 4 | 5 | 3 | 7 | 12 | 5.38 | 3.0 | Good | 620.64 | 39.080823 | No | 84.205949 | 223.875018 | Low_spent_Small_value_payments | 291.619866 | Good | 357 |
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